Google Maps Scraping: Extract Places, Reviews, and Business Hours in 2026

Google Maps is one of the richest sources of local business data on the web. Whether you're building a local SEO tool, doing competitive analysis, or aggregating business directories, extracting places, reviews, and business hours from Google Maps can provide tremendous value. In this guide, we'll walk through practical approaches to scraping Google Maps data in 2026, including working Python code and tips for handling common challenges. Why Scrape Google Maps? Local businesses rely on Google Maps visibility. Extracting this data enables: Local SEO audits — track how businesses rank for specific queries in different locations Lead generation — build lists of businesses by category and region Competitive intelligence — monitor competitor reviews, ratings, and hours Market research — understand business density and trends in specific areas Setting Up Your Environment import requests from bs4 import BeautifulSoup import json import time import csv # For handling dynamic content from playw